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储能系统技术 ★ 5.0

集成光伏系统和电池储能的建筑能源管理中的韧性-不确定性关联

Resilience-Uncertainty Nexus in Building Energy Management Integrated With Solar System and Battery Storage

作者 Hasan Mehrjerdi
期刊 IEEE Access
出版日期 2025年1月
技术分类 储能系统技术
相关度评分 ★★★★★ 5.0 / 5.0
关键词 建筑能源管理 不确定性 能源弹性 能源成本 随机混合整数线性规划
语言:

中文摘要

建筑中本地能源资源应用使此类系统遭遇产生功率的不确定性和资源故障事件。排除不确定性和事件的能源规划可能经济高效但不具韧性和实用性。本文为建筑在一组现实故障和不确定性下的能源管理提供平台。在所有事件和不确定性建模的同时改善能源韧性并降低能源成本。研究集成光伏-电池-电网的典型建筑。韧性指标是最小化所有可能事件后需求服务损失。定义和比较三个目标函数包括(i)韧性成本,(ii)能源成本,(iii)韧性和能源成本一起。实施随机混合整数线性规划以最小化目标函数。结果验证开发的工具包可以最小运营成本和最大韧性应对所有事件和不确定性。呈现运营成本、韧性和不确定性间的最优权衡。结果表明不确定性和韧性分别使规划成本增加5.3%和13.8%,两者一起增加成本19.5%。

English Abstract

Application of local energy resources in the buildings encounters such systems with both uncertainties in the produced power and failures (events) of the resources. The energy planning excluding uncertainty and events may be economically efficient but it is not resilient and practical. This paper provides a platform for energy management in the building under a set of realistic failures and uncertainties. The energy resilience is improved and the energy cost is decreased at the same time while all events and uncertainties are modeled. A typical building integrated with solar-battery-grid is studied. The resilience index is to minimize the loss of demanded service following all possible events. Three objective functions are defined and compared including (i) resilience cost, (ii) energy cost, (ii) resilience and energy costs together. The stochastic mixed integer linear programming is implemented to minimize the objective functions. The results validate that the developed toolkit can cope with all events and uncertainties with minimum operating cost and maximum resilience. The optimal tradeoff between operating cost, resilience, and uncertainty is presented. The results demonstrate that the uncertainty and resilience increase the planning cost by 5.3% and 13.8%, respectively, and both of them together increase the cost by 19.5%.
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SunView 深度解读

该建筑光储韧性管理技术对阳光电源户用和工商业光储系统有重要应用价值。阳光户用光储解决方案需要考虑不确定性和韧性提升。随机混合整数线性规划方法可应用于阳光能量管理系统的多目标优化。韧性成本与能源成本权衡分析对阳光系统配置和定价策略有指导意义。该研究验证的韧性提升价值,可支撑阳光推广光储系统在应急保电和离网运行中的优势。结合阳光iSolarCloud平台,可实现建筑能源系统的韧性优化和智能调度,提升用户能源自主性和供电可靠性。